Multiclass Classification One vs All (One vs Rest) One vs One Machine Learning by Dr. Mahesh Huddar

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Multiclass Classification One vs All (One vs Rest) | One vs One Machine Learning by Dr. Mahesh Huddar

Multi-class Classification
Multiple class labels are present in the dataset.
The number of classifier models depends on the classification technique we are applying to.
One vs. All:- N-class instances then N binary classifier models
One vs. One:- N-class instances then N* (N-1)/2 binary classifier models
Example:- Check whether the fruit is apple, banana, or orange.


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